The table below looks at the statistics for Data Mining skills in IT jobs advertised for the Hertfordshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 26 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Aug 2016
Same period 2015 Same period 2014
Data Mining
Rank 115 151 114
Rank change year-on-year
+36 -37
Permanent jobs citing Data Mining 20 4 32
As % of all permanent IT jobs located in Hertfordshire 1.03% 0.16% 1.34%
As % of the Database & Business Intelligence category 3.82% 0.51% 4.27%
Number of salaries quoted 16 4 20
Median salary £55,000 £42,500 £45,000
Median salary % change year-on-year
+29.41% -5.55%
90% offered a salary of more than £45,000 £37,250 £37,900
10% offered a salary of more than £62,500 £46,000 £50,000
UK excluding London median salary £45,000 £45,000 £40,000
% change year-on-year
- +12.50%
Data Mining
East of England

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Hertfordshire region.

Database & Business Intelligence Category
Hertfordshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
524 783 750
As % of all permanent IT jobs located in Hertfordshire 26.94% 32.22% 31.32%
Number of salaries quoted 463 682 632
Median salary £50,000 £45,000 £45,000
Median salary % change year-on-year
+11.11% -
90% offered a salary of more than £32,000 £30,000 £32,500
10% offered a salary of more than £65,000 £65,000 £65,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Data Mining
Jobs Demand Trend in Hertfordshire

The demand trend of job ads across the Hertfordshire region citing Data Mining as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Data Mining Jobs Demand Trend in Hertfordshire

Data Mining
Salary Trend in Hertfordshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Mining across the Hertfordshire region.

Data Mining Salary Trend in Hertfordshire

Data Mining
Salary Histogram in Hertfordshire

This chart provides a salary histogram for IT jobs citing Data Mining across the Hertfordshire region over the 3 months to 26 August 2016.

Data Mining Salary Histogram in Hertfordshire

Data Mining
Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the Hertfordshire region over the 3 months to 26 August 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
St Albans - 5 £60,000 -
Stevenage - 5 £45,000 -
Rickmansworth - 3 £57,500 -
Watford - 1 £62,500 -
Data Mining
East of England

Data Mining
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 26 August 2016, IT jobs citing Data Mining also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Hertfordshire region with a requirement for Data Mining.

1 23 (43.40%) Analytics
2 21 (39.62%) Oracle
2 21 (39.62%) Finance
2 21 (39.62%) TOGAF
3 19 (35.85%) Data Warehouse
4 18 (33.96%) Agile Software Development
5 17 (32.08%) Facilities Management
6 16 (30.19%) ETL
7 15 (28.30%) Business Intelligence
7 15 (28.30%) ERP
7 15 (28.30%) VB
7 15 (28.30%) Machine Learning
8 14 (26.42%) Data Analytics
8 14 (26.42%) SQL
8 14 (26.42%) Java
9 13 (24.53%) Big Data
9 13 (24.53%) Analytical Skills
10 12 (22.64%) NoSQL
11 11 (20.75%) VBA
12 10 (18.87%) SQL Server
13 9 (16.98%) T-SQL
13 9 (16.98%) VBScript
13 9 (16.98%) Retail
13 9 (16.98%) Data Analysis
14 8 (15.09%) C++
14 8 (15.09%) Enterprise Architecture
14 8 (15.09%) Scala
15 7 (13.21%) Data Cleansing
15 7 (13.21%) Data Conversion
15 7 (13.21%) Data Extraction

Data Mining
Top Related IT Skills in Hertfordshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 5 (9.43%) GlassFish
1 5 (9.43%) Tomcat
2 1 (1.89%) Drupal
Applications
1 3 (5.66%) MS Excel
Business Applications
1 1 (1.89%) Dynamics CRM
Communications & Networking
1 3 (5.66%) PPP
Database & Business Intelligence
1 19 (35.85%) Data Warehouse
2 13 (24.53%) Big Data
3 12 (22.64%) NoSQL
4 10 (18.87%) SQL Server
5 5 (9.43%) Apache Cassandra
6 2 (3.77%) MS Access
6 2 (3.77%) MySQL
7 1 (1.89%) SQL Server Reporting Services
Development Applications
1 4 (7.55%) Cucumber
1 4 (7.55%) HP UFT
1 4 (7.55%) JIRA
1 4 (7.55%) Selenium
1 4 (7.55%) SoapUI
1 4 (7.55%) WebDriver
General
1 21 (39.62%) Finance
2 9 (16.98%) Retail
3 2 (3.77%) Automotive
4 1 (1.89%) Electronics
4 1 (1.89%) Games
4 1 (1.89%) Marketing
4 1 (1.89%) Multimedia
Job Titles
1 20 (37.74%) Architect
1 20 (37.74%) Data Architect
2 19 (35.85%) Enterprise Architect
2 19 (35.85%) Enterprise Data Architect
3 14 (26.42%) Analyst
3 14 (26.42%) Developer
3 14 (26.42%) Java Developer
4 5 (9.43%) Data Analyst
4 5 (9.43%) Data Engineer
4 5 (9.43%) Java Scala Developer
4 5 (9.43%) Scala Developer
5 4 (7.55%) Automation Test Analyst
5 4 (7.55%) Test Analyst
6 3 (5.66%) Senior Developer
6 3 (5.66%) Senior Java Developer
6 3 (5.66%) SQL Analyst
6 3 (5.66%) SQL Data Analyst
6 3 (5.66%) SQL Server Analyst
7 2 (3.77%) Agile Developer
7 2 (3.77%) Agile Java Developer
Libraries, Frameworks & Software Standards
1 5 (9.43%) JMS
2 4 (7.55%) REST
2 4 (7.55%) SOAP
3 2 (3.77%) HTML
4 1 (1.89%) XML
Miscellaneous
1 13 (24.53%) Analytical Skills
2 7 (13.21%) Data Conversion
2 7 (13.21%) Data Extraction
3 5 (9.43%) Data Integration
4 4 (7.55%) Management Information System
5 2 (3.77%) Fintech
6 1 (1.89%) 3D Graphics
6 1 (1.89%) Clustering
6 1 (1.89%) Economics
6 1 (1.89%) Embedded Systems
6 1 (1.89%) Smartphone
6 1 (1.89%) Statistics
Processes & Methodologies
1 23 (43.40%) Analytics
2 21 (39.62%) TOGAF
3 18 (33.96%) Agile Software Development
4 17 (32.08%) Facilities Management
5 16 (30.19%) ETL
6 15 (28.30%) Business Intelligence
6 15 (28.30%) ERP
6 15 (28.30%) Machine Learning
7 14 (26.42%) Data Analytics
8 9 (16.98%) Data Analysis
9 8 (15.09%) Enterprise Architecture
10 7 (13.21%) Data Cleansing
10 7 (13.21%) Data Management
10 7 (13.21%) Performance Tuning
11 6 (11.32%) Data Governance
12 5 (9.43%) Asset Management
12 5 (9.43%) Information Management
13 4 (7.55%) BDD
13 4 (7.55%) Functional Testing
13 4 (7.55%) Waterfall
Programming Languages
1 15 (28.30%) VB
2 14 (26.42%) Java
2 14 (26.42%) SQL
3 11 (20.75%) VBA
4 9 (16.98%) T-SQL
4 9 (16.98%) VBScript
5 8 (15.09%) C++
5 8 (15.09%) Scala
6 6 (11.32%) JavaScript
7 1 (1.89%) C
7 1 (1.89%) HLSL
Quality Assurance & Compliance
1 6 (11.32%) Data Quality
Vendors
1 21 (39.62%) Oracle
2 4 (7.55%) HP
3 3 (5.66%) Microsoft
Welwyn Garden City
Recruitment Genius Ltd
Salary: £24000 - £27000 per annum
Posted: 3 days ago
Hertfordshire
Lorien Resourcing
Salary: £24000 - £27000 per annum + Benefits
Posted: 3 days ago
Hertfordshire
The DP Group Ltd
Posted: 8 days ago